Writing Witness History: The Historiography of the Jehovah's Witnesses and the Watch Tower Bible and Tract Society of Pennsylvania
Bibliographic record
Abstract
From their humble origins as small, loose-knit groups of Bible students in Pennsylvania in the 1870s, Charles Taze Russell and his followers laid the foundations of a highly visible, and frequently controversial, worldwide religious organisation known since 1931 as the Jehovah's Witnesses. Despite the Witnesses' broad historical role in defining and shaping understandings of religious tolerance, freedom of conscience, and civil liberties around the world, historians have paid very little attention to the Witnesses, with the notable exception of their treatment in Nazi Germany and the United States and Canada in wartime. The paucity of historical knowledge is all the more surprising given their visibility and notoriety. This article aims to initiate discussion of this under-researched history by addressing what has been written, by whom, and for what purpose. It represents the first effort to evaluate the English-language historical literature on the Jehovah's Witnesses and the Watch Tower Bible and Tract Society.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.008 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".